diff --git a/.modelhub_state/architecture_compatibility_blacklist.json b/.modelhub_state/architecture_compatibility_blacklist.json
index 6d6acfe836..dced767560 100644
--- a/.modelhub_state/architecture_compatibility_blacklist.json
+++ b/.modelhub_state/architecture_compatibility_blacklist.json
@@ -483,7 +483,7 @@
       "taskType": "text-generation"
     }
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-  "generatedAt": "2026-10-25T02:46:07.248697+00:00",
+  "generatedAt": "2026-10-25T02:47:57.241158+00:00",
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diff --git a/.modelhub_state/market_intelligence.json b/.modelhub_state/market_intelligence.json
index 4730ef86a5..e148b239f0 100644
--- a/.modelhub_state/market_intelligence.json
+++ b/.modelhub_state/market_intelligence.json
@@ -452,7 +452,7 @@
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-  "generatedAt": "2026-10-25T02:46:07.356040+00:00",
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diff --git a/.modelhub_state/official_capabilities.json b/.modelhub_state/official_capabilities.json
index e407244cd7..f52b031c4d 100644
--- a/.modelhub_state/official_capabilities.json
+++ b/.modelhub_state/official_capabilities.json
@@ -1,5 +1,5 @@
 {
-  "catalogUpdatedAt": "2026-10-25T02:46:07.356040+00:00",
+  "catalogUpdatedAt": "2026-10-25T02:47:57.357877+00:00",
   "configuredTaskTypes": [
     "text-generation"
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@@ -56,7 +56,7 @@
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-  "generatedAt": "2026-10-25T02:46:20.671714+00:00",
+  "generatedAt": "2026-10-25T02:47:59.174549+00:00",
   "gpuCatalog": {
     "Ascend_910-b3": {
       "canVerify": true,
@@ -150,6 +150,22 @@
     }
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+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T02:47:57.567052+00:00"
+    },
+    "https://modelscope.cn/models/AtomicChat/LFM2.5-24B-A2B-GGUF|2026-10-24T15:07:00+00:00|Ascend_910-b4": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T02:47:57.617230+00:00"
+    },
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@@ -175,6 +191,14 @@
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       "updatedAt": "2026-10-25T02:37:57.045905+00:00"
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T02:47:57.682771+00:00"
+    },
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@@ -183,6 +207,14 @@
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       "updatedAt": "2026-10-25T02:46:08.402077+00:00"
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+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|Ascend_910-b3": {
+      "taskTypes": [
+        "text-generation",
+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T02:47:59.057726+00:00"
+    },
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@@ -222,6 +254,14 @@
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+    "https://modelscope.cn/models/AtomicChat/Ling-3.0-flash-GGUF|2026-10-21T18:12:50+00:00|MetaX_c-500": {
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+        "feature_emb",
+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T02:47:59.112632+00:00"
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@@ -288,6 +328,14 @@
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+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-4B-GGUF|2026-10-21T18:04:19+00:00|MetaX_c-500": {
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+        "text-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T02:47:59.058135+00:00"
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@@ -331,6 +379,14 @@
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+        "text-generation",
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+      "updatedAt": "2026-10-25T02:47:59.057469+00:00"
+    },
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@@ -382,6 +438,14 @@
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+    "https://modelscope.cn/models/AtomicChat/Qwen3.5-9B-GGUF|2026-10-21T18:16:49+00:00|MetaX_c-500": {
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+      "updatedAt": "2026-10-25T02:47:58.958528+00:00"
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@@ -394,6 +458,14 @@
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@@ -460,19 +540,21 @@
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+    },
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-    "https://modelscope.cn/models/ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF|2026-10-24T07:25:05+00:00|Vastai_va16": {
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-      "updatedAt": "2026-10-25T02:36:02.033951+00:00"
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-      "updatedAt": "2026-10-25T02:36:02.721748+00:00"
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-      "updatedAt": "2026-10-25T02:36:02.652771+00:00"
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@@ -679,25 +712,21 @@
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-    "https://modelscope.cn/models/InternScience/Sage-A1.5|2026-10-22T14:13:07+00:00|Ascend_910-b4": {
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@@ -745,19 +769,21 @@
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+    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|Ascend_910-b3": {
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+        "text-to-image-generation",
+        "visual-multi-modal"
+      ],
+      "updatedAt": "2026-10-25T02:47:57.966820+00:00"
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@@ -784,18 +810,13 @@
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-    "https://modelscope.cn/models/JANGQ-AI/GLM-5.3-W4A16|2026-10-24T12:32:08+00:00|Mthreads_s4000": {
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+    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|Ascend_910-b3": {
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+    "https://modelscope.cn/models/cyankiwi/GLM-4.5-Air-Derestricted-AWQ-8bit|2026-10-21T19:09:20+00:00|MetaX_c-500": {
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+    "https://modelscope.cn/models/cyankiwi/KAT-Dev-AWQ-8bit|2026-10-21T17:19:37+00:00|Ascend_910-b3": {
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+    "https://modelscope.cn/models/cyankiwi/MiMo-V2-Flash-AWQ-4bit|2026-10-21T18:58:16+00:00|Ascend_910-b3": {
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|Ascend_910-b3": {
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@@ -3313,6 +3410,14 @@
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+    "https://modelscope.cn/models/cyankiwi/MiniMax-M2.7-AWQ-4bit|2026-10-21T19:39:29+00:00|MetaX_c-500": {
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+    "https://modelscope.cn/models/cyankiwi/NVIDIA-Nemotron-3-Super-120B-A12B-AWQ-4bit|2026-10-21T19:51:23+00:00|Ascend_910-b3": {
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@@ -3945,6 +4058,14 @@
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       "updatedAt": "2026-10-25T02:36:05.406578+00:00"
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+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|Ascend_910-b3": {
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@@ -3968,6 +4089,14 @@
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+    "https://modelscope.cn/models/cyankiwi/Orchestrator-8B-AWQ-4bit|2026-10-21T17:24:35+00:00|MetaX_c-500": {
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@@ -4145,6 +4274,14 @@
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+    "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|Ascend_910-b3": {
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@@ -4184,6 +4321,14 @@
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+    "https://modelscope.cn/models/cyankiwi/Solar-Open-100B-AWQ-4bit|2026-10-21T17:21:32+00:00|MetaX_c-500": {
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+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-25T02:47:58.249486+00:00"
+    },
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-    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|Mthreads_s4000": {
+    "https://modelscope.cn/models/elejoai/offline-voice-model-packs|2026-10-23T05:48:42+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-10-25T02:36:02.387358+00:00"
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@@ -4781,6 +4923,14 @@
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       "updatedAt": "2026-10-25T02:46:17.476879+00:00"
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+    "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:33+00:00|Ascend_910-b3": {
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+        "text-generation",
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T02:47:58.945925+00:00"
+    },
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@@ -4789,6 +4939,14 @@
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       "updatedAt": "2026-10-25T02:36:03.823039+00:00"
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+    "https://modelscope.cn/models/ibm-granite/granitelib-core-r1.0|2026-10-21T18:58:33+00:00|MetaX_c-500": {
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+        "visual-multi-modal"
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+      "updatedAt": "2026-10-25T02:47:59.018733+00:00"
+    },
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@@ -4811,12 +4969,6 @@
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-    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|Mthreads_s4000": {
+    "https://modelscope.cn/models/kakarotter/calix|2026-10-24T12:01:13+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-10-25T02:36:01.866713+00:00"
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@@ -4855,26 +5002,29 @@
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       "updatedAt": "2026-10-25T02:46:13.972669+00:00"
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+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Ascend_910-b3": {
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+      "updatedAt": "2026-10-25T02:47:58.198759+00:00"
+    },
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-    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|Mthreads_s4000": {
+    "https://modelscope.cn/models/leanv9/models|2026-10-23T07:22:36+00:00|MetaX_c-500": {
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-      "updatedAt": "2026-10-25T02:36:02.302858+00:00"
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+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Ascend_910-b3": {
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@@ -4923,18 +5067,13 @@
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+    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|MetaX_c-500": {
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-    "https://modelscope.cn/models/michaltina/Qwen3.8-Flash-Next-Rulith-EXL3-GGUF|2026-10-22T03:51:50+00:00|Vastai_va16": {
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     "https://modelscope.cn/models/unsloth/Ornith-1.5-122B-GGUF|2026-10-22T13:31:11+00:00|hygon_k100-ai": {
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@@ -5565,19 +5711,13 @@
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     },
-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b4": {
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Ascend_910-b3": {
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         "text-generation",
         "text-to-image-generation",
         "visual-multi-modal"
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-      "updatedAt": "2026-10-25T02:36:02.999936+00:00"
-    },
-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Biren_166m": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T02:36:02.945737+00:00"
+      "updatedAt": "2026-10-25T02:47:58.472241+00:00"
     },
     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Cambricon_mlu-370-x4": {
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@@ -5604,18 +5744,13 @@
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     },
-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Mthreads_s4000": {
+    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|MetaX_c-500": {
       "taskTypes": [
+        "feature_emb",
         "text-generation",
         "visual-multi-modal"
       ],
-      "updatedAt": "2026-10-25T02:36:03.051331+00:00"
-    },
-    "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|Vastai_va16": {
-      "taskTypes": [
-        "text-generation"
-      ],
-      "updatedAt": "2026-10-25T02:36:02.871575+00:00"
+      "updatedAt": "2026-10-25T02:47:58.532732+00:00"
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     "https://modelscope.cn/models/unsloth/flint-GGUF|2026-10-22T13:43:46+00:00|hygon_k100-ai": {
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@@ -5641,19 +5776,6 @@
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       "updatedAt": "2026-10-25T02:46:14.272444+00:00"
     },
-    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Mthreads_s4000": {
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-        "text-generation",
-        "visual-multi-modal"
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-      "updatedAt": "2026-10-25T02:36:02.138476+00:00"
-    },
-    "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|Vastai_va16": {
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-        "text-generation"
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-      "updatedAt": "2026-10-25T02:36:02.068509+00:00"
-    },
     "https://modelscope.cn/models/ychy7001/Qwen3.6-35B-A3B-W4A8-SSZ-MTP-310P|2026-10-24T00:34:29+00:00|hygon_k100-ai": {
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         "text-generation",
@@ -6343,6 +6465,6 @@
       "updateTime": "2025-12-22 08:59:53"
     }
   ],
-  "taskTreeUpdatedAt": "2026-10-25T02:46:07.356040+00:00",
+  "taskTreeUpdatedAt": "2026-10-25T02:47:57.357877+00:00",
   "version": 1
 }
diff --git a/.modelhub_state/recovery_intents.jsonl b/.modelhub_state/recovery_intents.jsonl
index c9f36e756d..4a055afbb9 100644
--- a/.modelhub_state/recovery_intents.jsonl
+++ b/.modelhub_state/recovery_intents.jsonl
@@ -3807,6 +3807,18 @@
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diff --git a/manifest.json b/manifest.json
index c4198ffac5..cef6933d5a 100644
--- a/manifest.json
+++ b/manifest.json
@@ -2,24 +2,24 @@
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 }